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investigacao [2018/11/12 10:04]
lmatias [Complete Publication List]
investigacao [2018/11/20 10:00] (current)
lmatias [Complete Publication List]
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 **2018**: ​ **2018**: ​
  
-[1] ** Moreira-Matias,​ L.**, GamaJ., Monreal, J., NairR., TrasartiR.: [[https://​ieeexplore.ieee.org/​document/​8529287/​authors#​authors|"​Guest Editorial Special Issue on Knowledge Discovery From Mobility Data for Intelligent Transportation Systems]]. In: [[https://​ieeexplore.ieee.org/​document/​8430579/|IEEE Transactions on Intelligent Transportation Systems]] vol. 19, no. 11, pp. 3626-3629, November ​(2018) ​{{ ::​ieee_transactions_cerqueira.pdf |PDF}}+[1] Saadallah, A., ** Moreira-Matias,​ L.**, SousaR., Khiari, J., JeneliusE., GamaJ.: [[https://​ieeexplore.ieee.org/​document/​8529287/​authors#​authors|"​BRIGHT - Drift-Aware Demand Predictions ​for Taxi Networks"​]]. In: [[https://​ieeexplore.ieee.org/​xpl/RecentIssue.jsp?​punumber=69|IEEE Transactions on Knowledge and Data Engineering]] antecipated ​(2018) ​
  
-[2] ** Moreira-Matias,​ L.** [[https://​ieeexplore.ieee.org/​document/​8421120|"ITSS Technical Activities Spotlight: Getting to Know the Big Data and AI for Mobility Technical Committee]]." ​[[https://​ieeexplore.ieee.org/​xpl/RecentIssue.jsp?​punumber=5117645|IEEE Intelligent Transportation Systems ​Magazine]] 10.(2018): 205-205. ​{{ ::2018_its_magazine_tab.pdf |PDF}}+[2] ** Moreira-Matias,​ L.**, Gama, J., Monreal, J., Nair, R., Trasarti, R.: [[https://​ieeexplore.ieee.org/​document/​8529287/​authors#​authors|"Guest Editorial Special Issue on Knowledge Discovery From Mobility ​Data for Intelligent Transportation Systems"​]]. In: [[https://​ieeexplore.ieee.org/​document/​8430579/​|IEEE ​Transactions on Intelligent Transportation Systems]] ​vol19, no. 11, pp. 3626-3629, November ​(2018) {{ ::ieee_transactions_cerqueira.pdf |PDF}}
  
-[3] Cerqueira, V., **Moreira-Matias,​ L.**, Khiari, J., Van Lint, H.: [[https://​ieeexplore.ieee.org/​document/​8472171?​arnumber=8472171&​source=authoralert|"On Evaluating Floating Car Data Quality ​for Knowledge Discovery"​]]. In: [[https://​ieeexplore.ieee.org/​document/​8430579/​|IEEE ​Transactions on Intelligent Transportation Systems]] ​vol19, no. 11, pp. 3698-3708, November ​(2018)+[3] ** Moreira-Matias,​ L.** [[https://​ieeexplore.ieee.org/​document/​8421120|"ITSS Technical Activities Spotlight: Getting to Know the Big Data and AI for Mobility Technical Committee]]." ​[[https://​ieeexplore.ieee.org/​xpl/RecentIssue.jsp?​punumber=5117645|IEEE Intelligent Transportation Systems ​Magazine]] 10.(2018): 205-205. {{ ::​2018_its_magazine_tab.pdf |PDF}}
  
-[4] Kong X.Li M., Tang T., Tian K., **Moreira-Matias L.**, Xia F.: [[https://​ieeexplore.ieee.org/abstract/document/8457286|"Shared Subway Shuttle Bus Route Planning Based on Transport ​Data Analytics"]]. In: [[https://​ieeexplore.ieee.org/​xpl/RecentIssue.jsp?​punumber=8856|IEEE Transactions on Automation Science and Engineering]] vol. 19, no. 11, pp. 3749-3760, November (2018) ​{{ ::​2018_tase_subway.pdf |PDF}}+[4] CerqueiraV., **Moreira-MatiasL.**, Khiari, J., Van Lint, H.: [[https://​ieeexplore.ieee.org/​document/​8472171?​arnumber=8472171&​source=authoralert|"On Evaluating Floating Car Data Quality for Knowledge Discovery"]]. In: [[https://​ieeexplore.ieee.org/​document/​8430579/|IEEE Transactions on Intelligent Transportation Systems]] vol. 19, no. 11, pp. 3698-3708, November (2018)
  
-[5] Alesiani F., **Moreira-Matias L.**, Faizrahnemoon M.: [[https://​ieeexplore.ieee.org/​document/​8430579?​arnumber=8430579&​source=authoralert|"On Learning from Inaccurate and Incomplete Traffic Flow Data"​]]. In: [[https://​ieeexplore.ieee.org/​document/​8430579/|IEEE Transactions on Intelligent Transportation Systems]]  vol. 19, no. 11, pp. 3698-3708, November (2018) {{ ::2018_on_learning_from_incomplete_traffic_flow_data.pdf |PDF}}+[5] Kong X., Li M., Tang T., Tian K., **Moreira-Matias L.**, Xia F.: [[https://​ieeexplore.ieee.org/abstract/document/8457286|"Shared Subway Shuttle Bus Route Planning Based on Transport ​Data Analytics"]]. In: [[https://​ieeexplore.ieee.org/​xpl/RecentIssue.jsp?​punumber=8856|IEEE Transactions on Automation Science and Engineering]] vol. 19, no. 11, pp. 3749-3760, November (2018) {{ ::2018_tase_subway.pdf |PDF}}
  
-[6] Khiari J., **Moreira-Matias L.**, Shaker A., Zenko B., Dzeroski S.: "​MetaBags:​ Bagged Meta-Decision Trees for Regression"​. ​[[https://arxiv.org/abs/1804.06207|arXiv:​1804.06207]] (April, 2018) - accepted to be presented at [[http://www.ecmlpkdd2018.org/|European Conference of Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018]], DublinIreland ​(research track) (**acceptance rate: 25.09%**) {{ ::2018_metabags.pdf |PDF}}+[6] Alesiani F., **Moreira-Matias L.**, Faizrahnemoon M.: [[https://ieeexplore.ieee.org/document/8430579?​arnumber=8430579&​source=authoralert|"On Learning from Inaccurate and Incomplete Traffic Flow Data"]]. In: [[https://ieeexplore.ieee.org/​document/​8430579/|IEEE Transactions on Intelligent Transportation Systems]]  vol. 19no. 11pp. 3698-3708, November ​(2018) {{ ::2018_on_learning_from_incomplete_traffic_flow_data.pdf |PDF}}
  
-[7] He X., **Moreira-Matias L.**: "Robust Continuous Co-Clustering". [[https://​arxiv.org/​abs/​1802.05036|arXiv:1802.05036]] (February, 2018) - +[7] Khiari J., **Moreira-Matias L.**, Shaker A., Zenko B., Dzeroski S.: "MetaBags: Bagged Meta-Decision Trees for Regression". [[https://​arxiv.org/​abs/​1804.06207|arXiv:1804.06207]] (April, 2018) - accepted to be presented at [[http://​www.ecmlpkdd2018.org/​|European Conference of Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018]], Dublin, Ireland (research track) (**acceptance rate: 25.09%**) {{ ::​2018_metabags.pdf |PDF}}
  
-**2017**: +[8] He X., **Moreira-Matias L.**: "​Robust Continuous Co-Clustering"​. [[https://​arxiv.org/​abs/​1802.05036|arXiv:​1802.05036]] (February, 2018) - 
  
-[8] Salanova J., **Moreira-Matias L.**, Saadallah A., Tzenos P., Aifadopoulou G., Chaniotakis E., Romeu M."​Informed versus Non-Informed Taxi Drivers: Agent-Based Simulation Framework for Assessing Their Performance"​ to be presented at [[http://​www.trb.org/​Main/​Home.aspx|97th TRB Annual Meeting (2018)]]+**2017**: 
  
-[9] Cerqueira V., **Moreira-Matias L.**,  ​Khiari J.: [[https://​scholar.google.pt/​citations?​view_op=view_citation&​hl=pt-PT&​user=rTEfw38AAAAJ&​sortby=pubdate&​citation_for_view=rTEfw38AAAAJ:9ZlFYXVOiuMC|"​On Evaluating Floating Car Data Quality ​for Knowledge Discovery"]]. To be presented at [[http://kdd.isti.cnr.it/knowme.eu/|KNOWMe: 1st International Workshop on Knowledge Discovery from Mobility and Transportation Systems]] (2017)+[9] Salanova J., **Moreira-Matias L.**, Saadallah A., Tzenos P., Aifadopoulou G., Chaniotakis E., Romeu M.: "​Informed versus Non-Informed Taxi DriversAgent-Based Simulation Framework ​for Assessing Their Performance" ​to be presented at [[http://www.trb.org/Main/Home.aspx|97th TRB Annual Meeting (2018)]]
  
 [10] Schimbinschi F., **Moreira-Matias L.**,  Nguyen V., Bailey J.: [[https://​scholar.google.pt/​citations?​view_op=view_citation&​hl=pt-PT&​user=rTEfw38AAAAJ&​sortby=pubdate&​citation_for_view=rTEfw38AAAAJ:​9ZlFYXVOiuMC|"​Topology-regularized Universal Vector Autoregression for traffic forecasting in Large Urban areas"​]]. In: [[http://​www.sciencedirect.com/​science/​journal/​09574174|Expert Systems with Applications]], ​ vol. 82, pp. 301-316, October (2017) {{:​2017eswa_topologicalvar_florin.pdf|PDF}} [10] Schimbinschi F., **Moreira-Matias L.**,  Nguyen V., Bailey J.: [[https://​scholar.google.pt/​citations?​view_op=view_citation&​hl=pt-PT&​user=rTEfw38AAAAJ&​sortby=pubdate&​citation_for_view=rTEfw38AAAAJ:​9ZlFYXVOiuMC|"​Topology-regularized Universal Vector Autoregression for traffic forecasting in Large Urban areas"​]]. In: [[http://​www.sciencedirect.com/​science/​journal/​09574174|Expert Systems with Applications]], ​ vol. 82, pp. 301-316, October (2017) {{:​2017eswa_topologicalvar_florin.pdf|PDF}}
investigacao.txt ยท Last modified: 2018/11/20 10:00 by lmatias